Sahil Dua - How Booking.com serves Deep Learning model predictions

Conference: EuroPython 2017

Year: 2017

"How Booking.com serves Deep Learning model predictions [EuroPython 2017 - Talk - 2017-07-13 - Anfiteatro 1] [Rimini, Italy] With so many machine learning frameworks and libraries available, writing a model isn’t a bottleneck anymore while putting your models in production is still a challenge. In this talk, you will learn how we deploy the python deep learning models in production at Booking.com. Topics will include: Deep Learning model training in Docker containers Automated retraining of models Deployment of models using Kubernetes Serving model predictions in containerized environment Optimising serving predictions for latency and throughput License: This video is licensed under the CC BY-NC-SA 3.0 license: https://creativecommons.org/licenses/by-nc-sa/3.0/ Please see our speaker release agreement for details: https://ep2017.europython.eu/en/speaker-release-agreement/